Open AccessDynamic simulation of three-phase nine-level multilevel inverter with switching angles optimized using nature-inspired algorithm
Author(s) -
W. T. Chew,
W. V. Yong,
J. S. L. Ong,
J. H. Leong,
Tole Sutikno
Publication year - 2021
Publication title -
international journal of power electronics and drive systems/international journal of electrical and computer engineering
Language(s) - English
Resource type - Journals
eISSN - 2722-2578
pISSN - 2722-256X
DOI - 10.11591/ijpeds.v12.i1.pp325-333
Subject(s) - modulation index , matlab , harmonics , computer science , pulse width modulation , waveform , voltage , algorithm , maxima and minima , genetic algorithm , inverter , harmonic , phase angle (astronomy) , control theory (sociology) , modulation (music) , fitness function , mathematical optimization , mathematics , engineering , physics , telecommunications , acoustics , artificial intelligence , astronomy , operating system , radar , electrical engineering , mathematical analysis , control (management)
This paper recommends the use of grasshopper optimization algorithm (GOA), a nature-inspired optimization algorithm, for optimizing switching-angle applied to cascaded H-bridge multilevel inverter (CHBMLI). Switching angles are selected based on the minimum value of the objective function formulated using the concept of selective harmonic minimization pulse width modulation (SHMPWM) technique. MATLAB/Simulink-PSIM dynamic co-simulation conducted on a 3-phase 9-level CHBMLI shows that the CHBMLI controlled using GOA derived switching-angle is able to respond to varying modulation index demand and synthesize an AC staircase output voltage waveform with the desired fundamental harmonic and minimized selected low-order harmonics. Compared to Newton Raphson (NR) technique, GOA is able to find optimum switching-angle solutions over a wider modulation index range. Compared to Genetic Algorithm (GA), GOA is able to find global minima with higher probability. The simulation results validate the performance of GOA for switching-angle calculation based on the concept of SHMPWM.